Give your AI assistant long-term memory and smart task routing

Remembers past conversations and automatically sends the right task to the right tool, like email or chat.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4) · Simple Merge (5)

flowchart TD trig>"message arrives in chat"]:::trig s0[("check long-term memory")]:::store s1["decide tool needed"]:::svc s2[("save new detail to memory")]:::store trig --> s0 s0 --> s1 gx{"× which tool is needed"}:::gate s1 --> gx p00["send email"]:::task gx -->|"email needed"| p00 p10["send chat notification"]:::task gx -->|"chat notification needed"| p10 jn{"○ before memory save"}:::gate p00 --> jn p10 --> jn jn --> s2 out[/"context aware reply plus completed task"/]:::out pay{{"assistant remembers you across tools"}}:::pay s2 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itAn outside serviceA record or sheetOne path onlyPaths rejoinResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsEmail Automation
Connects
OpenAIGoogle DocsGmailTelegram

The problem it solves

Every time you talk to a chatbot, it forgets who you are and what you told it last time, so you end up repeating yourself. Meanwhile, simple requests like sending an update by email or notifying the team require jumping between separate tools. You want an assistant that remembers context and knows which tool to use without you spelling it out every time.

Who it fits

Teams or businesses that want an AI assistant that remembers past interactions and handles tasks across multiple tools.

How it works

  1. A message comes in through the chat interface
  2. AI checks its long-term memory, stored in a document, for relevant past context
  3. AI decides which tool the request needs, like sending an email or a chat notification
  4. The task is carried out through the right tool automatically
  5. Any new important detail is saved back to memory for next time
What you get

Requests that land in the right tool automatically

Your AI assistant remembers past conversations and sends each new request straight to the right tool, like email or chat.

What you get

A context-aware AI reply plus the requested action completed automatically, whether that's an email or a notification.

What you need

An OpenAI account, a Google account for document storage, and a Gmail or messaging account for notifications.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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